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MoritzWag / Representation-Learning

Representation Learning of Image Data with VAE.
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Evaluation Metrics for Disentanglement (Representation Learning) #4

Open MoritzWag opened 4 years ago

MoritzWag commented 4 years ago

There is a google paper "Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations" https://arxiv.org/abs/1811.12359

They have some nice evaluation metrics for unsupervised representation learning. We should definitely look at those. GitHub Repo: https://github.com/google-research/disentanglement_lib/blob/master/disentanglement_lib/evaluation/metrics/unsupervised_metrics.py

MoritzWag commented 4 years ago

probably found quite nice github repo with code https://github.com/YannDubs/disentangling-vae/blob/master/disvae/evaluate.py